Kombucha, Twitter, 11/10/2019 4:15:45 PM, 215983


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Kombucha_2019-11-10_07-53-21.xlsx
Kombucha_2019-11-10_07-53-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2019
Short Description:
Kombucha via NodeXL http://bit.ly/2NBiJlI
@gotc00chie
@with_yugyeom
@rkymtnnaturals
@brittany_broski
@gtskombucha
@drinkhealthade
@garossino
@tonicakombucha
@rosinafasching
@vikc

Top hashtags:
#kombucha
#california
#darjeeling
#business
#musicnews360
#cannabis
#news

Description:
Description
The graph represents a network of 5,442 Twitter users whose tweets in the requested range contained "Kombucha", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 November 2019 at 15:54 UTC.

The requested start date was Sunday, 10 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 22-hour, 21-minute period from Wednesday, 06 November 2019 at 02:38 UTC to Sunday, 10 November 2019 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5442
Unique Edges : 5122
Edges With Duplicates : 641
Total Edges : 5763
Number of Edge Types : 3
Mentions : 3215
Replies to : 603
Tweet : 1945
Self-Loops : 1945
Reciprocated Vertex Pair Ratio : 0.0198712566470753
Reciprocated Edge Ratio : 0.0389681668496158
Connected Components : 2156
Single-Vertex Connected Components : 1399
Maximum Vertices in a Connected Component : 1385
Maximum Edges in a Connected Component : 1439
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.312432
Graph Density : 0.000123066855765442
Modularity : 0.699456
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,442 Twitter users whose tweets in the requested range contained "Kombucha", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 November 2019 at 15:54 UTC.

The requested start date was Sunday, 10 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 22-hour, 21-minute period from Wednesday, 06 November 2019 at 02:38 UTC to Sunday, 10 November 2019 at 01:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Kombucha
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://www.instagram.com/p/B4lVN8VFD6o/?igshid=1puw8ol4lb07w
[14] https://www.cbc.ca/news/canada/british-columbia/kombucha-alcohol-testing-bc-1.5346456
[14] https://www.herbal-encyclopedia.com/2017/10/Hp-kombucha-tea-benefits.html
[14] https://www.amazon.com/dp/B07P78RVFV/
[12] https://leftfieldkombucha.co.uk/?p=BkVlghOzH
[9] https://kinkatsudrink.sapuri-house.com
[9] https://www.thedailymeal.com/healthy-eating/too-much-kombucha?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[9] https://trib.al/jlW888j
[8] https://twitter.com/micaela_ri/status/1192642367536467968
[6] https://twitter.com/brittany_broski/status/1192888361603780608

Top URLs in Tweet in G1:
[9] https://www.thedailymeal.com/healthy-eating/too-much-kombucha?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[9] https://kinkatsudrink.sapuri-house.com
[8] https://www.cbc.ca/news/canada/british-columbia/kombucha-alcohol-testing-bc-1.5346456
[6] https://twitter.com/Brittany_broski/status/1192888361603780608
[6] https://twitter.com/brittany_broski/status/1192888361603780608
[6] http://ashi-yasetai.com/2019/10/31/kombucha/
[5] https://twitter.com/brittany_broski/status/1192214577829814277
[4] https://twitter.com/gothkyun/status/1190716591551459328
[4] https://infotel.ca/newsitem/bc-site-testing-over-700-samples-of-kombucha-for-alcohol-levels/it67417
[4] https://biz.blogdady.com/b-c-web-site-testing-over-700-samples-of-kombucha-for-alcohol-ranges-bc-information/

Top URLs in Tweet in G4:
[5] https://www.wholefoodsmarket.com/sales-flyer?utm_source=twitter&utm_medium=social&utm_campaign=socialglobal&utm_content=191106delishtw&sf112038171=1
[3] https://theflexitarian.co.uk/category/tips-hints/do-it-yourself-recipes/
[2] https://www.cbc.ca/news/canada/british-columbia/kombucha-alcohol-testing-bc-1.5346456
[2] https://www.instagram.com/p/B4jsOEQFbP6/?igshid=6zo153r83zgq
[2] https://livingfoodz.com/stories/how-to-make-kombucha-at-home-in-5-easy-steps-1814
[2] https://www.instagram.com/p/B4lvAiTB3HS/?igshid=i5lsmrtcziui
[2] https://twitter.com/whitneyrags/status/1190286617711448064
[1] https://twitter.com/i/web/status/1193325513907027969
[1] https://www.instagram.com/p/B4lkn6GJAZK/?igshid=1jqxahav0dow0
[1] https://www.instagram.com/p/B4qSbEkpN-_/?igshid=1vkx52hhx6v84

Top URLs in Tweet in G5:
[1] https://www.cbc.ca/news/canada/british-columbia/kombucha-alcohol-testing-bc-1.5346456

Top URLs in Tweet in G8:
[1] https://ibotta.com/register?friend=pcuayqj

Top URLs in Tweet in G9:
[31] https://www.instagram.com/p/B4lVN8VFD6o/?igshid=1puw8ol4lb07w

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[270] kombucha
[30] california
[28] darjeeling
[28] business
[27] musicnews360
[27] cannabis
[27] news
[27] stocks
[27] money
[27] trump



Top Hashtags in Tweet in G1:
[68] kombucha
[7] food
[5] tea
[4] healthy
[4] delicious
[4] probiotics
[4] booch
[4] foodie
[3] local
[3] health

Top Hashtags in Tweet in G4:
[90] kombucha
[13] clearwater
[7] organic
[5] sauerkraut
[5] fermentation
[5] beer
[5] kombuchalove
[4] gtskombucha
[4] diy
[4] wine

Top Words
Top Words in Tweet in Entire Graph:
[2145] Words in Sentiment List#1: Positive
[1310] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[82982] Non-categorized Words
[86437] Total Words
[4655] kombucha
[3741] â
[3592] 2
[1734] girl
[1205] gt

Top Words in Tweet in G1:
[1465] kombucha
[686] ã
[226] ãƒ
[224] ðÿ
[132] à
[131] â
[127] drink
[112] girl
[108] alcohol
[108] s

Top Words in Tweet in G2:
[3402] 2
[3336] â
[1136] kombucha
[1135] girl
[1134] yugyeoms
[1134] gt
[1133] gotc00chie

Top Words in Tweet in G3:
[303] kombucha
[303] girl
[256] with_yugyeom
[239] ran
[239] yugyeom
[239] fly
[135] 2
[135] â
[45] gotc00chie
[45] yugyeoms

Top Words in Tweet in G4:
[138] kombucha
[90] #kombucha
[49] ðÿ
[48] brittany_broski
[26] gtskombucha
[21] drink
[19] drinkhealthade
[19] s
[17] â
[16] dream

Top Words in Tweet in G5:
[95] mouse
[94] ok
[94] guys
[94] listen
[94] total
[94] vancouver
[94] story
[94] house
[94] pest
[94] control

Top Words in Tweet in G6:
[2] tinfoilawards
[2] jkellyca
[2] takethatcdc
[2] krebiozen
[2] _mamadeb
[2] beckyjohnson222
[2] sheldon_walker_
[2] silversynergy
[2] janeeopie
[2] immunotoxphd

Top Words in Tweet in G7:
[45] 19
[45] someone
[45] cool
[45] stem
[45] degree
[45] want
[45] sell
[45] kombucha
[45] farmers
[45] market

Top Words in Tweet in G8:
[35] kombucha
[32] plantbasedvibes
[30] craving
[3] use
[3] back
[2] y'all
[2] ibotta
[2] always
[2] cash
[2] stuff

Top Words in Tweet in G9:
[56] ðÿ
[31] kombucha
[31] devil
[30] sodababie

Top Words in Tweet in G10:
[30] kombucha
[30] thing
[29] ivieani
[29] gon
[29] hold
[29] favorite
[29] gentrification

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2314] 2,â
[1706] kombucha,girl
[1216] â,â
[1179] yugyeoms,kombucha
[1179] girl,2
[1179] gt,2
[1178] gotc00chie,yugyeoms
[1157] â,gt
[1157] â,2
[551] à,à

Top Word Pairs in Tweet in G1:
[301] ã,ã
[105] à,à
[104] ãƒ,ãƒ
[99] kombucha,girl
[97] ðÿ,ðÿ
[73] ã,ãƒ
[72] ãƒ,ã
[66] b,c
[66] kombucha,alcohol
[65] alcohol,levels

Top Word Pairs in Tweet in G2:
[2224] 2,â
[1135] kombucha,girl
[1134] yugyeoms,kombucha
[1134] girl,2
[1134] gt,2
[1133] gotc00chie,yugyeoms
[1112] â,gt
[1112] â,â
[1112] â,2
[22] 2,gt

Top Word Pairs in Tweet in G3:
[303] kombucha,girl
[239] girl,ran
[239] ran,yugyeom
[239] yugyeom,fly
[238] with_yugyeom,kombucha
[90] 2,â
[45] gotc00chie,yugyeoms
[45] yugyeoms,kombucha
[45] girl,2
[45] â,gt

Top Word Pairs in Tweet in G4:
[15] ðÿ,ðÿ
[14] brittany_broski,kombucha
[13] goji,grape
[13] thai,temple
[12] kombucha,meme
[12] meme,fever
[12] fever,dream
[12] dream,end
[12] end,suffering
[12] suffering,continue

Top Word Pairs in Tweet in G5:
[94] ok,guys
[94] guys,listen
[94] listen,total
[94] total,vancouver
[94] vancouver,story
[94] story,mouse
[94] mouse,house
[94] house,pest
[94] pest,control
[94] control,guy

Top Word Pairs in Tweet in G6:
[2] _mamadeb,beckyjohnson222
[2] ianfmusgrave,frankdelia7
[2] frankdelia7,detectorstalker
[2] detectorstalker,lunruj
[2] lunruj,fredfrobish
[2] chrisjohnsonmd,smcwoof
[2] elv_22,wendyorent
[2] wendyorent,angelasnmf
[2] angelasnmf,blotreport
[2] blotreport,monstercoyliar

Top Word Pairs in Tweet in G7:
[45] 19,someone
[45] someone,cool
[45] cool,stem
[45] stem,degree
[45] degree,want
[45] want,sell
[45] sell,kombucha
[45] kombucha,farmers
[45] farmers,market
[45] market,run

Top Word Pairs in Tweet in G8:
[29] craving,kombucha
[27] plantbasedvibes,craving
[2] y'all,use
[2] use,ibotta
[2] ibotta,always
[2] always,cash
[2] cash,back
[2] back,stuff
[2] stuff,kombucha
[2] kombucha,sodelicious

Top Word Pairs in Tweet in G9:
[31] kombucha,devil
[30] sodababie,kombucha
[28] devil,ðÿ
[28] ðÿ,ðÿ

Top Word Pairs in Tweet in G10:
[29] gon,hold
[29] hold,kombucha
[29] kombucha,favorite
[29] favorite,thing
[29] thing,gentrification
[28] ivieani,gon

Top Replied-To
Top Replied-To in Entire Graph:
@brittany_broski
@caveofbeauty
@laikhayri
@olivia_graciela
@jackieaina
@ignatiusfarray
@rosesbythstairs
@plantbasedvibes
@no_silenced
@kombucha_kush

Top Replied-To in G1:

Top Replied-To in G4:
@brittany_broski
@jackieaina
@adengakuentok
@bowenyang
@scorpio__diary
@_fancyypants
@drinkhealthade
@kwwl
@gtskombucha
@miraread_tweets

Top Replied-To in G6:
@tinfoilawards
@aquavelvaboy

Top Replied-To in G8:
@plantbasedvibes

Top Replied-To in G10:
@ivieani

Top Mentioned
Top Mentioned in Entire Graph:
@gotc00chie
@with_yugyeom
@garossino
@zuph
@brittany_broski
@leftfieldbuch
@sodababie
@plantbasedvibes
@ivieani
@gtskombucha

Top Mentioned in G1:
@nobuxxx1
@purneva
@blazonetwork
@cityswiggers
@kpneeles

Top Mentioned in G2:
@gotc00chie
@with_yugyeom

Top Mentioned in G3:
@with_yugyeom
@gotc00chie

Top Mentioned in G4:
@brittany_broski
@gtskombucha
@drinkhealthade
@naturefoodpatch
@pluckypickle
@motherkombucha
@bowenyang
@jackieaina
@littleorangeco
@wholefoods

Top Mentioned in G5:
@garossino
@hanwarrior

Top Mentioned in G6:
@jkellyca
@takethatcdc
@krebiozen
@_mamadeb
@beckyjohnson222
@sheldon_walker_
@silversynergy
@janeeopie
@immunotoxphd
@bluelionblog

Top Mentioned in G7:
@zuph

Top Mentioned in G8:
@plantbasedvibes

Top Mentioned in G9:
@sodababie

Top Mentioned in G10:
@ivieani

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@askmenfess
@cbdediblecandy
@united
@delta
@megashuffle
@wikdplaylist
@southwestair
@rxbun
@asmaalhamdan4

Top Tweeters in G1:
@cbdediblecandy
@megashuffle
@wikdplaylist
@digitalpourtaps
@otgncanada
@rosnqueen
@firstgentleman
@fromoldharlem
@vancouversun
@lynda3035

Top Tweeters in G2:
@doublet_mb
@hyunbinho
@meantodoyoung
@prdspts
@pimtcnct
@sunbearjohnny
@subinbff
@lavender_aar
@hehets4ngie
@jw7aam

Top Tweeters in G3:
@moonlikeyoung
@themyntch_hi
@jaw_xcix
@xciiinarm
@whatalifw
@_oneworld818
@woodz_ma01
@yoormylove
@youngjaeskitty
@tiredgirltomars

Top Tweeters in G4:
@nytimes
@wholefoods
@dulcetta
@thechefboyrd
@garyvee
@thecut
@readergalore
@georgiastraight
@adengakuentok
@rkymtnnaturals

Top Tweeters in G5:
@katcapps
@suepeac
@dawnroseturner
@anniegirl1138
@john68richmond
@lustfulsloth
@thomashall17
@fidelioscabinet
@rgyatso
@meadllar

Top Tweeters in G6:
@_mamadeb
@doritmi
@beckyjohnson222
@monstercoyliar
@takethatchem
@frankdelia7
@awithonelison
@plasticdoe
@rosewind2007
@jkellyca

Top Tweeters in G7:
@rxbun
@stevestreza
@offbyoni
@neil_killick
@anchoriteairmed
@mat_zilla
@wobster
@phessler
@thegcat
@onion2k

Top Tweeters in G8:
@illicitbitch
@plantbasedvibes
@angelacria
@leariellesimone
@kend__rick
@diamondstarrlet
@therealbienaime
@abs0lutzr0
@xotalyaxo
@hippiericks

Top Tweeters in G9:
@lestarblue24
@fazolobinho
@starteas
@cur_ergo_
@ishamarus
@pisxes_chi
@gansitocookie
@dangel_stationb
@lemonkyun
@pinkdogii

Top Tweeters in G10:
@amarealiyaaaah
@rapnoir
@armizzle_
@knndyjrdn
@jasonplusone
@bycherele
@ohmakeda
@wutangwynn
@sohosultry
@rissaoftheway


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